Set the decision boundary
Define the operating envelope: subject digest, permitted data, tools, users, geography, scale, expiry, and prohibited effects.
Separate inherent risk from control coverage
A safeguard does not erase the authority an agent receives. Track exposure and implemented controls as distinct facts.
Require inspectable evidence
Ask for sample size, uncertainty, traces, signatures, findings, approvals, and decision conditions—not a single benchmark score.
Govern change
Material changes should invalidate or narrow an earlier decision and trigger the appropriate regression suite.
The risk tier is tied to a documented authority model
Control owners and approval roles are explicit
Evidence retention and expiry are agreed before release
Revocation and material-change rules are documented